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It looks like that warning can only be issued in v1 of the EntityLinker, and it only comes up if you have a batch with no annotations. This could happen if some of the docs in your training set happen to not have any entities in them, or the entites present have no entries in your knowledge base. If it is happening only sometimes it is not necessarily a problem, and could be caused by an unlucky batch. (Do note that unlike some other components, the EntityLinker isn't really helped by data that correctly has no annotations.)

If you can share an example document / knowledge base that by themselves have this problem we could look at it more. Alternately, you could upgrade to v2 of the Entit…

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Answer selected by shrinidhin
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feat / nel Feature: Named Entity linking
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